What is an LLM and how does it work?

The question is about llm

Answer

A Language Model (LLM) is a type of artificial intelligence designed to understand and generate human language. It works by analyzing vast amounts of text data to learn patterns, grammar, context, and semantics. The model uses deep learning techniques, particularly neural networks, to predict the likelihood of a sequence of words. When given a prompt, the LLM generates coherent text based on the patterns it has learned, making it useful for applications such as chatbots, content generation, and translation.

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Profile of Mateo S., Senior Software Engineer - AI, Chatbot and LLM Platforms at Softaims
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Softaims
Mateo S., Senior Software Engineer - AI, Chatbot and LLM Platforms at Softaims

Mateo S.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: CroatiaCroatia
Rijeka
Mateo S. | SoftaimsMember Since 2020
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LLMLLM PromptLLM Prompt EngineeringAI Agent DevelopmentAI ChatbotAI BotAI DevelopmentChatbotChatbot DevelopmentLarge Language ModelChatGPT

My name is Mateo S. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Chatbot, AI Bot, AI Development, LLM Prompt, etc.. I hold a degree in Bachelor of Arts (BA). Some of the notable projects I've worked on include: Airbus - Machine Learning & Communication App, Sky News - News Platform, VERN' University - Desktop and Mobile App UX/UI Design, Huuk - Product design, iOS & Android app, Rita Ora - Website Design & Development, etc.. I am based in Rijeka, Croatia. I've successfully completed 10 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today's highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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Experience
5 years
Availability
As Needed - Open to Offers
Hourly Rate
$70
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Previous Company
BrightDock LLC
Profile of Josip V., Software Engineer - AI, Deep Learning and Python Platforms at Softaims
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Softaims
Josip V., Software Engineer - AI, Deep Learning and Python Platforms at Softaims

Josip V.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: CroatiaCroatia
Split
Josip V. | SoftaimsMember Since 2022
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LLMDeep LearningPyTorchPython Scikit-LearnXGBoostMatplotlibArtificial IntelligenceBiostatisticsGitMedical WritingResearch PapersLangchainOpenAI APIGPT APILarge Language ModelLLaMAMachine Learning

My name is Josip V. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Deep Learning, PyTorch, Python Scikit-Learn, XGBoost, Matplotlib, etc.. I hold a degree in Doctor of Medicine (MD), Master's degree. Some of the notable projects I’ve worked on include: Codellama2-7b on Streamlit, Voice Chat with Research Paper, Google scholar account, Breast Cancer Lymph Node Classification, The Role of AI in Breast Cancer Lymph Node Classification. I am based in Split, Croatia. I've successfully completed 5 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Experience
3 years
Availability
Full-time
Hourly Rate
$30
Rating
Previous Company
Infobip
Profile of Refat A., Software Engineer - Frontend, Backend and AI Platforms at Softaims
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Softaims
Refat A., Software Engineer - Frontend, Backend and AI Platforms at Softaims

Refat A.

llm

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Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Kyiv
Refat A. | SoftaimsMember Since 2023
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LLMVue.jsNode.jsJavaScriptTypeScriptSaaSVuetifyAI DevelopmentArtificial IntelligenceNatural Language ProcessingMachine LearningLarge Language ModelWeb Application DevelopmentReactNext.jsNuxt.js

My name is Refat A. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Vue.js, Node.js, JavaScript, TypeScript, SaaS, etc.. I hold a degree in Master's degree, Bachelor of Computer Science (BCompSc), Master of Computer Science (MSCS). Some of the notable projects I've worked on include: Cargoroo, Translink, Wiiit, SpreadSimple Help Bot, AI Rx Med Finder, etc.. I am based in Kyiv, Ukraine. I've successfully completed 18 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Experience
2 years
Availability
More than 30 hrs/week
Hourly Rate
$40
Rating
Previous Company
SpreadSimple
Profile of Amanullah T., Lead Software Engineer - AI, Cloud and Full-Stack Development at Softaims
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Softaims
Amanullah T., Lead Software Engineer - AI, Cloud and Full-Stack Development at Softaims

Amanullah T.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: GermanyGermany
Munich
Amanullah T. | SoftaimsMember Since 2012
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LLM Prompt EngineeringPythonn8nReactNext.jsSaaS DevelopmentAI ChatbotAutomationFull-Stack DevelopmentMachine LearningAI App DevelopmentWeb DevelopmentWeb Application DevelopmentGPT-4OpenAI APIFullstack

My name is Amanullah T. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: Python, n8n, React, Next.js, SaaS Development, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Information Technology (MIT). Some of the notable projects I've worked on include: DIY Medicine AI Knowledge Platform, AI Call Analysis & Coaching Platform, AI HR Copilot, AI HR SaaS Platform, HR Automation, etc.. I am based in Munich, Germany. I've successfully completed 10 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I'm committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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Experience
13 years
Availability
More than 30 hrs/week
Hourly Rate
$30
Rating
Previous Company
Infineon Technologies
Profile of Jawad k., Lead Mobile Engineer - React Native, Kotlin and AI Platforms at Softaims
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Softaims
Jawad k., Lead Mobile Engineer - React Native, Kotlin and AI Platforms at Softaims

Jawad k.

llm

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Timezone: UTC+01:00UTC+01:00
Country: United KingdomUnited Kingdom
Leeds
Jawad k. | SoftaimsMember Since 2015
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My name is Jawad k. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: React Native, Kotlin, Swift, React, node.js, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Success.ai (AI-based SaaS App) MERN, OpenAI, AWS, ConnectPath.cx (WebRTC/Twilio based Calling Platform)- CCaaS, Lantern.Finance (Crypto based FinTech Platform) WEB 3, Finmo.co.uk (FinTech- Brokerage/Mortgage Platform)- UK based, Canvs.ai (AI-driven Platform- Text to Speech) Intercom integrated, etc.. I am based in Leeds, United Kingdom. I've successfully completed 25 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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Experience
1 Year
Availability
Full-time
Hourly Rate
$75
Rating
Previous Company
Just Eat
Profile of Maxy A., Software Engineer - Backend, Cloud and FinTech Platforms at Softaims
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Softaims
Maxy A., Software Engineer - Backend, Cloud and FinTech Platforms at Softaims

Maxy A.

llm

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Timezone: UTC+07:00UTC+07:00
Country: IndonesiaIndonesia
Tangerang
Maxy A. | SoftaimsMember Since 2025
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LLM Prompt EngineeringPythonFlaskDjangoFastAPIJavaScriptAsynchronous I/OMicroserviceDockerRedisCeleryMongoDBPostgreSQLFinTechPayment Gateway IntegrationGames

My name is Maxy A. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Python, Flask, Django, FastAPI, JavaScript, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: Oil & Gas Production Data System (Medco Energi), Automotive Leasing System (Baleno Motor), Fintech Payment Platform (MotionPay). I am based in Tangerang, Indonesia. I've successfully completed 3 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Experience
2 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
Razer Fintech
Profile of Taha H., Junior Software Engineer - AI, Cloud and Full-Stack Development at Softaims
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Softaims
Taha H., Junior Software Engineer - AI, Cloud and Full-Stack Development at Softaims

Taha H.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-07:00UTC-07:00
Country: United StatesUnited States
Portland
Taha H. | SoftaimsMember Since 2024
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LLM Prompt EngineeringMachine LearningFastAPIPythonAI Agent DevelopmentLangchainVector DatabaseRetrieval Augmented GenerationAWS LambdaFull-Stack DevelopmentNext.jsBack-End Developmentn8nMLOpsOpenAI APIBackendFullstack

My name is Taha H. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, FastAPI, Python, AI Agent Development, LangChain, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Spellbook Onboarding AI Agent, AI-Powered Academic Assistant Suite Prompt-Driven Automation, AI-Powered Clinical Insights & Symptom Checker Platform, Multi-Agent Automation Workflow Orchestration Using n8n, Automation via Make.com & GPT, etc.. I am based in Portland, United States. I've successfully completed 13 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Experience
1 year
Availability
Full-time
Hourly Rate
$40
Rating
Previous Company
Amazon
Profile of James L., Junior Software Engineer - AI, Web and General Development at Softaims
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Softaims
James L., Junior Software Engineer - AI, Web and General Development at Softaims

James L.

llm

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Timezone: UTC-09:00UTC-09:00
Country: United StatesUnited States
Walla Walla
James L. | SoftaimsMember Since 2024
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LLM PromptPythonDjangoFlaskGPT-4GPT APIPHPLaravelWordPressShopifyShopify DevelopmentRuby on RailsLlama 3AI App Development

My name is James L. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Python, Django, Flask, GPT-4, GPT API, etc.. I hold a degree in Associate's degree, Bachelor of Arts (BA). Some of the notable projects I’ve worked on include: Loumi Skincare Website, Ritualist Website Enhancement, Osensia E-commerce Enhancement, All Hung Up Hangers, Auto Photo Compress, etc.. I am based in Walla Walla, United States. I've successfully completed 7 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Experience
1 year
Availability
Full-time
Hourly Rate
$40
Rating
Previous Company
Shopify
Profile of Charlie M., Software Engineer - AI, Cloud and MLOps Platforms at Softaims
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Softaims
Charlie M., Software Engineer - AI, Cloud and MLOps Platforms at Softaims

Charlie M.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-04:00UTC-04:00
Country: United StatesUnited States
Columbus
Charlie M. | SoftaimsMember Since 2022
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LLM Prompt EngineeringAI Agent DevelopmentPythonMLOpsMLflowGenerative AIRetrieval Augmented GenerationFastAPIAmazon Web ServicesAWS LambdaTerraformApache KafkaREST APIGraphQLVector Database

My name is Charlie M. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, Python, MLOps, MLflow, Generative AI, etc.. I hold a degree in Bachelor's degree, . Some of the notable projects I've worked on include: First Terrace Systems - Torrent, Conversant AI, sportivoai.com, Tistatech.com, conote.ai. I am based in Columbus, United States. I've successfully completed 5 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$200
Rating
Previous Company
Vetcor
Profile of Muhammad Ammar T., Software Engineer - AI, Web and Backend Development at Softaims
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Softaims
Muhammad Ammar T., Software Engineer - AI, Web and Backend Development at Softaims

Muhammad Ammar T.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Orient
Muhammad Ammar T. | SoftaimsMember Since 2022
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LLM Prompt EngineeringAI DevelopmentMachine LearningGenerative AIReactNode.jsPostgreSQLWeb ApplicationPythonFastAPIRetrieval Augmented GenerationNext.jsAPI IntegrationChatGPTAPI Development

My name is Muhammad Ammar T. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: AI Development, Machine Learning, Generative AI, LLM Prompt Engineering, React, etc.. I hold a degree in Bachelor of Business Administration (BBA). Some of the notable projects I've worked on include: Rinxo, Rosas, United Market, True Health Labs, Tripmaster, etc.. I am based in Orient, United States. I've successfully completed 31 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Paklogics

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Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.

The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.

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